Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 294896 |
| Missing cells | 295390 |
| Missing cells (%) | 3.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 65.2 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 5 |
| Text | 6 |
| DateTime | 1 |
type is highly imbalanced (86.3%) | Imbalance |
engines is highly imbalanced (87.5%) | Imbalance |
engine is highly imbalanced (81.7%) | Imbalance |
faa has 5982 (2.0%) missing values | Missing |
name has 5982 (2.0%) missing values | Missing |
lat has 5982 (2.0%) missing values | Missing |
lon has 5982 (2.0%) missing values | Missing |
alt has 5982 (2.0%) missing values | Missing |
year_planes has 43853 (14.9%) missing values | Missing |
type has 36313 (12.3%) missing values | Missing |
manufacturer has 36313 (12.3%) missing values | Missing |
model has 36313 (12.3%) missing values | Missing |
engines has 36313 (12.3%) missing values | Missing |
seats has 36930 (12.5%) missing values | Missing |
engine has 36313 (12.3%) missing values | Missing |
year_planes is highly skewed (γ1 = -70.44976736) | Skewed |
dep_delay has 12586 (4.3%) zeros | Zeros |
arr_delay has 4070 (1.4%) zeros | Zeros |
wind_dir has 14366 (4.9%) zeros | Zeros |
wind_speed has 14345 (4.9%) zeros | Zeros |
wind_gust has 14345 (4.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-09 01:31:06.423177 |
|---|---|
| Analysis finished | 2024-07-09 01:33:39.108999 |
| Duration | 2 minutes and 32.69 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5567319 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4140719 |
|---|---|
| Coefficient of variation (CV) | 0.5206972 |
| Kurtosis | -1.1824167 |
| Mean | 6.5567319 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.014180706 |
| Sum | 1933554 |
| Variance | 11.655887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 26377 | |
| 5 | 25433 | |
| 7 | 25415 | |
| 6 | 25288 | |
| 10 | 25221 | |
| 3 | 25088 | |
| 12 | 24810 | |
| 4 | 24691 | |
| 11 | 24243 | |
| 1 | 23769 | |
| Other values (2) | 44561 |
| Value | Count | Frequency (%) |
| 1 | 23769 | |
| 2 | 21387 | |
| 3 | 25088 | |
| 4 | 24691 | |
| 5 | 25433 | |
| 6 | 25288 | |
| 7 | 25415 | |
| 8 | 26377 | |
| 9 | 23174 | |
| 10 | 25221 |
| Value | Count | Frequency (%) |
| 12 | 24810 | |
| 11 | 24243 | |
| 10 | 25221 | |
| 9 | 23174 | |
| 8 | 26377 | |
| 7 | 25415 | |
| 6 | 25288 | |
| 5 | 25433 | |
| 4 | 24691 | |
| 3 | 25088 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.821788 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7932333 |
|---|---|
| Coefficient of variation (CV) | 0.55576736 |
| Kurtosis | -1.1903546 |
| Mean | 15.821788 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.010585658 |
| Sum | 4665782 |
| Variance | 77.320952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 10229 | 3.5% |
| 20 | 10196 | 3.5% |
| 26 | 10138 | 3.4% |
| 17 | 10103 | 3.4% |
| 13 | 9966 | 3.4% |
| 21 | 9933 | 3.4% |
| 16 | 9907 | 3.4% |
| 12 | 9882 | 3.4% |
| 10 | 9834 | 3.3% |
| 22 | 9803 | 3.3% |
| Other values (21) | 194905 |
| Value | Count | Frequency (%) |
| 1 | 9731 | |
| 2 | 9447 | |
| 3 | 9661 | |
| 4 | 9261 | |
| 5 | 9658 | |
| 6 | 9779 | |
| 7 | 9415 | |
| 8 | 9671 | |
| 9 | 9000 | |
| 10 | 9834 |
| Value | Count | Frequency (%) |
| 31 | 5760 | |
| 30 | 9015 | |
| 29 | 8807 | |
| 28 | 9677 | |
| 27 | 10229 | |
| 26 | 10138 | |
| 25 | 9522 | |
| 24 | 9591 | |
| 23 | 9576 | |
| 22 | 9803 |
dep_time
Real number (ℝ)
| Distinct | 1384 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1346.8534 |
| Minimum | 1 |
|---|---|
| Maximum | 2400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 611 |
| Q1 | 905 |
| median | 1348 |
| Q3 | 1757 |
| 95-th percentile | 2133 |
| Maximum | 2400 |
| Range | 2399 |
| Interquartile range (IQR) | 852 |
Descriptive statistics
| Standard deviation | 505.93596 |
|---|---|
| Coefficient of variation (CV) | 0.37564293 |
| Kurtosis | -1.0538176 |
| Mean | 1346.8534 |
| Median Absolute Deviation (MAD) | 440 |
| Skewness | -0.0046803658 |
| Sum | 3.9718168 × 108 |
| Variance | 255971.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 555 | 918 | 0.3% |
| 556 | 905 | 0.3% |
| 557 | 847 | 0.3% |
| 655 | 812 | 0.3% |
| 755 | 762 | 0.3% |
| 554 | 758 | 0.3% |
| 654 | 747 | 0.3% |
| 656 | 742 | 0.3% |
| 558 | 732 | 0.2% |
| 657 | 710 | 0.2% |
| Other values (1374) | 286963 |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 28 | |
| 3 | 36 | |
| 4 | 41 | |
| 5 | 47 | |
| 6 | 34 | |
| 7 | 26 | |
| 8 | 33 | |
| 9 | 23 | |
| 10 | 32 |
| Value | Count | Frequency (%) |
| 2400 | 28 | |
| 2359 | 49 | |
| 2358 | 47 | |
| 2357 | 66 | |
| 2356 | 53 | |
| 2355 | 61 | |
| 2354 | 52 | |
| 2353 | 68 | |
| 2352 | 55 | |
| 2351 | 60 |
dep_delay
Real number (ℝ)
ZEROS 
| Distinct | 759 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.083009 |
| Minimum | -84 |
|---|---|
| Maximum | 1548 |
| Zeros | 12586 |
| Zeros (%) | 4.3% |
| Negative | 172763 |
| Negative (%) | 58.6% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -84 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -6 |
| median | -2 |
| Q3 | 11 |
| 95-th percentile | 103 |
| Maximum | 1548 |
| Range | 1632 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 51.793249 |
|---|---|
| Coefficient of variation (CV) | 3.4338804 |
| Kurtosis | 82.673609 |
| Mean | 15.083009 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 6.6561896 |
| Sum | 4447919 |
| Variance | 2682.5407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -5 | 22518 | 7.6% |
| -4 | 21579 | 7.3% |
| -6 | 20245 | 6.9% |
| -3 | 19815 | 6.7% |
| -2 | 17597 | 6.0% |
| -7 | 16923 | 5.7% |
| -1 | 15167 | 5.1% |
| -8 | 12975 | 4.4% |
| 0 | 12586 | 4.3% |
| -9 | 9232 | 3.1% |
| Other values (749) | 126259 |
| Value | Count | Frequency (%) |
| -84 | 1 | < 0.1% |
| -29 | 1 | < 0.1% |
| -28 | 2 | < 0.1% |
| -27 | 1 | < 0.1% |
| -26 | 1 | < 0.1% |
| -25 | 3 | < 0.1% |
| -24 | 13 | < 0.1% |
| -23 | 16 | |
| -22 | 17 | |
| -21 | 34 |
| Value | Count | Frequency (%) |
| 1548 | 1 | |
| 1301 | 1 | |
| 1253 | 1 | |
| 1248 | 1 | |
| 1227 | 1 | |
| 1217 | 1 | |
| 1214 | 1 | |
| 1201 | 1 | |
| 1175 | 1 | |
| 1174 | 1 |
arr_delay
Real number (ℝ)
ZEROS 
| Distinct | 802 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1040231 |
| Minimum | -98 |
|---|---|
| Maximum | 1589 |
| Zeros | 4070 |
| Zeros (%) | 1.4% |
| Negative | 179899 |
| Negative (%) | 61.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -98 |
|---|---|
| 5-th percentile | -36 |
| Q1 | -20 |
| median | -7 |
| Q3 | 13 |
| 95-th percentile | 102 |
| Maximum | 1589 |
| Range | 1687 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 55.323259 |
|---|---|
| Coefficient of variation (CV) | 7.7875956 |
| Kurtosis | 64.176321 |
| Mean | 7.1040231 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 5.5591971 |
| Sum | 2094948 |
| Variance | 3060.663 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -14 | 6118 | 2.1% |
| -13 | 6063 | 2.1% |
| -15 | 6000 | 2.0% |
| -17 | 5991 | 2.0% |
| -18 | 5971 | 2.0% |
| -19 | 5946 | 2.0% |
| -16 | 5909 | 2.0% |
| -12 | 5777 | 2.0% |
| -11 | 5727 | 1.9% |
| -10 | 5649 | 1.9% |
| Other values (792) | 235745 |
| Value | Count | Frequency (%) |
| -98 | 1 | < 0.1% |
| -84 | 1 | < 0.1% |
| -82 | 1 | < 0.1% |
| -78 | 5 | |
| -77 | 1 | < 0.1% |
| -76 | 2 | < 0.1% |
| -75 | 1 | < 0.1% |
| -74 | 4 | |
| -72 | 7 | |
| -71 | 4 |
| Value | Count | Frequency (%) |
| 1589 | 1 | |
| 1289 | 1 | |
| 1276 | 1 | |
| 1270 | 1 | |
| 1250 | 1 | |
| 1235 | 1 | |
| 1219 | 1 | |
| 1187 | 1 | |
| 1171 | 1 | |
| 1170 | 1 |
carrier
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| UA | |
|---|---|
| DL | |
| B6 | |
| AA | |
| EV | |
| Other values (7) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 589792 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UA |
|---|---|
| 2nd row | UA |
| 3rd row | B6 |
| 4th row | UA |
| 5th row | NK |
Common Values
| Value | Count | Frequency (%) |
| UA | 62420 | |
| DL | 57753 | |
| B6 | 56155 | |
| AA | 45484 | |
| EV | 36276 | |
| WN | 16736 | 5.7% |
| VX | 7513 | 2.5% |
| NK | 6432 | 2.2% |
| OO | 2505 | 0.8% |
| AS | 2312 | 0.8% |
| Other values (2) | 1310 | 0.4% |
Length
| Value | Count | Frequency (%) |
| ua | 62420 | |
| dl | 57753 | |
| b6 | 56155 | |
| aa | 45484 | |
| ev | 36276 | |
| wn | 16736 | 5.7% |
| vx | 7513 | 2.5% |
| nk | 6432 | 2.2% |
| oo | 2505 | 0.8% |
| as | 2312 | 0.8% |
| Other values (2) | 1310 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 156048 | |
| U | 62420 | |
| D | 57753 | 9.8% |
| L | 57753 | 9.8% |
| B | 56155 | 9.5% |
| 6 | 56155 | 9.5% |
| V | 43789 | 7.4% |
| E | 36276 | 6.2% |
| N | 23168 | 3.9% |
| W | 16736 | 2.8% |
| Other values (7) | 23539 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 589792 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 156048 | |
| U | 62420 | |
| D | 57753 | 9.8% |
| L | 57753 | 9.8% |
| B | 56155 | 9.5% |
| 6 | 56155 | 9.5% |
| V | 43789 | 7.4% |
| E | 36276 | 6.2% |
| N | 23168 | 3.9% |
| W | 16736 | 2.8% |
| Other values (7) | 23539 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 589792 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 156048 | |
| U | 62420 | |
| D | 57753 | 9.8% |
| L | 57753 | 9.8% |
| B | 56155 | 9.5% |
| 6 | 56155 | 9.5% |
| V | 43789 | 7.4% |
| E | 36276 | 6.2% |
| N | 23168 | 3.9% |
| W | 16736 | 2.8% |
| Other values (7) | 23539 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 589792 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 156048 | |
| U | 62420 | |
| D | 57753 | 9.8% |
| L | 57753 | 9.8% |
| B | 56155 | 9.5% |
| 6 | 56155 | 9.5% |
| V | 43789 | 7.4% |
| E | 36276 | 6.2% |
| N | 23168 | 3.9% |
| W | 16736 | 2.8% |
| Other values (7) | 23539 | 4.0% |
flight
Real number (ℝ)
| Distinct | 3376 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1687.2966 |
| Minimum | 1 |
|---|---|
| Maximum | 6988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 108 |
| Q1 | 518 |
| median | 1332 |
| Q3 | 2227 |
| 95-th percentile | 5144 |
| Maximum | 6988 |
| Range | 6987 |
| Interquartile range (IQR) | 1709 |
Descriptive statistics
| Standard deviation | 1452.0065 |
|---|---|
| Coefficient of variation (CV) | 0.860552 |
| Kurtosis | 0.63110119 |
| Mean | 1687.2966 |
| Median Absolute Deviation (MAD) | 834 |
| Skewness | 1.1666478 |
| Sum | 4.9757702 × 108 |
| Variance | 2108322.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 211 | 856 | 0.3% |
| 23 | 843 | 0.3% |
| 1415 | 835 | 0.3% |
| 1161 | 829 | 0.3% |
| 1105 | 809 | 0.3% |
| 149 | 794 | 0.3% |
| 575 | 784 | 0.3% |
| 581 | 778 | 0.3% |
| 423 | 759 | 0.3% |
| 523 | 716 | 0.2% |
| Other values (3366) | 286893 |
| Value | Count | Frequency (%) |
| 1 | 707 | |
| 2 | 284 | |
| 3 | 567 | |
| 5 | 278 | 0.1% |
| 7 | 361 | |
| 9 | 325 | |
| 11 | 600 | |
| 14 | 1 | < 0.1% |
| 15 | 562 | |
| 17 | 41 | < 0.1% |
| Value | Count | Frequency (%) |
| 6988 | 11 | |
| 6899 | 12 | |
| 6889 | 12 | |
| 6879 | 2 | < 0.1% |
| 6876 | 1 | < 0.1% |
| 6875 | 4 | < 0.1% |
| 6860 | 1 | < 0.1% |
| 6853 | 5 | |
| 6834 | 12 | |
| 6816 | 7 |
tailnum
Text
| Distinct | 4122 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9961342 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1768236 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 126 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | N54711 |
|---|---|
| 2nd row | N37287 |
| 3rd row | N547JB |
| 4th row | N38446 |
| 5th row | N675NK |
| Value | Count | Frequency (%) |
| n751ev | 453 | 0.2% |
| n723ev | 435 | 0.1% |
| n758ev | 432 | 0.1% |
| n391ca | 430 | 0.1% |
| n752ev | 426 | 0.1% |
| n730ev | 424 | 0.1% |
| n761nd | 420 | 0.1% |
| n720ev | 410 | 0.1% |
| n791aa | 403 | 0.1% |
| n710ev | 401 | 0.1% |
| Other values (4112) | 290662 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 337727 | |
| A | 144294 | 8.2% |
| 3 | 130391 | 7.4% |
| 7 | 115682 | 6.5% |
| 1 | 110499 | 6.2% |
| 9 | 106242 | 6.0% |
| 5 | 98955 | 5.6% |
| 6 | 93831 | 5.3% |
| 2 | 92088 | 5.2% |
| 4 | 89720 | 5.1% |
| Other values (24) | 448807 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1768236 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 337727 | |
| A | 144294 | 8.2% |
| 3 | 130391 | 7.4% |
| 7 | 115682 | 6.5% |
| 1 | 110499 | 6.2% |
| 9 | 106242 | 6.0% |
| 5 | 98955 | 5.6% |
| 6 | 93831 | 5.3% |
| 2 | 92088 | 5.2% |
| 4 | 89720 | 5.1% |
| Other values (24) | 448807 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1768236 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 337727 | |
| A | 144294 | 8.2% |
| 3 | 130391 | 7.4% |
| 7 | 115682 | 6.5% |
| 1 | 110499 | 6.2% |
| 9 | 106242 | 6.0% |
| 5 | 98955 | 5.6% |
| 6 | 93831 | 5.3% |
| 2 | 92088 | 5.2% |
| 4 | 89720 | 5.1% |
| Other values (24) | 448807 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1768236 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 337727 | |
| A | 144294 | 8.2% |
| 3 | 130391 | 7.4% |
| 7 | 115682 | 6.5% |
| 1 | 110499 | 6.2% |
| 9 | 106242 | 6.0% |
| 5 | 98955 | 5.6% |
| 6 | 93831 | 5.3% |
| 2 | 92088 | 5.2% |
| 4 | 89720 | 5.1% |
| Other values (24) | 448807 |
origin
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| EWR | |
|---|---|
| JFK | |
| LGA |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 884688 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EWR |
|---|---|
| 2nd row | EWR |
| 3rd row | EWR |
| 4th row | LGA |
| 5th row | EWR |
Common Values
| Value | Count | Frequency (%) |
| EWR | 112702 | |
| JFK | 92055 | |
| LGA | 90139 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ewr | 112702 | |
| jfk | 92055 | |
| lga | 90139 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 112702 | |
| W | 112702 | |
| R | 112702 | |
| J | 92055 | |
| F | 92055 | |
| K | 92055 | |
| L | 90139 | |
| G | 90139 | |
| A | 90139 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 884688 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 112702 | |
| W | 112702 | |
| R | 112702 | |
| J | 92055 | |
| F | 92055 | |
| K | 92055 | |
| L | 90139 | |
| G | 90139 | |
| A | 90139 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 884688 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 112702 | |
| W | 112702 | |
| R | 112702 | |
| J | 92055 | |
| F | 92055 | |
| K | 92055 | |
| L | 90139 | |
| G | 90139 | |
| A | 90139 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 884688 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 112702 | |
| W | 112702 | |
| R | 112702 | |
| J | 92055 | |
| F | 92055 | |
| K | 92055 | |
| L | 90139 | |
| G | 90139 | |
| A | 90139 |
dest
Text
| Distinct | 109 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 884688 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MIA |
|---|---|
| 2nd row | IAH |
| 3rd row | MCO |
| 4th row | ORD |
| 5th row | FLL |
| Value | Count | Frequency (%) |
| lax | 17833 | 6.0% |
| atl | 16468 | 5.6% |
| ord | 16249 | 5.5% |
| mco | 16040 | 5.4% |
| bos | 15322 | 5.2% |
| fll | 14988 | 5.1% |
| sfo | 13927 | 4.7% |
| mia | 12246 | 4.2% |
| clt | 10282 | 3.5% |
| den | 8423 | 2.9% |
| Other values (99) | 153118 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 97340 | 11.0% |
| L | 97025 | 11.0% |
| S | 83870 | 9.5% |
| O | 68777 | 7.8% |
| D | 56664 | 6.4% |
| M | 51371 | 5.8% |
| C | 49531 | 5.6% |
| T | 48638 | 5.5% |
| F | 42084 | 4.8% |
| B | 35296 | 4.0% |
| Other values (16) | 254092 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 884688 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 97340 | 11.0% |
| L | 97025 | 11.0% |
| S | 83870 | 9.5% |
| O | 68777 | 7.8% |
| D | 56664 | 6.4% |
| M | 51371 | 5.8% |
| C | 49531 | 5.6% |
| T | 48638 | 5.5% |
| F | 42084 | 4.8% |
| B | 35296 | 4.0% |
| Other values (16) | 254092 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 884688 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 97340 | 11.0% |
| L | 97025 | 11.0% |
| S | 83870 | 9.5% |
| O | 68777 | 7.8% |
| D | 56664 | 6.4% |
| M | 51371 | 5.8% |
| C | 49531 | 5.6% |
| T | 48638 | 5.5% |
| F | 42084 | 4.8% |
| B | 35296 | 4.0% |
| Other values (16) | 254092 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 884688 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 97340 | 11.0% |
| L | 97025 | 11.0% |
| S | 83870 | 9.5% |
| O | 68777 | 7.8% |
| D | 56664 | 6.4% |
| M | 51371 | 5.8% |
| C | 49531 | 5.6% |
| T | 48638 | 5.5% |
| F | 42084 | 4.8% |
| B | 35296 | 4.0% |
| Other values (16) | 254092 |
air_time
Real number (ℝ)
| Distinct | 524 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.48943 |
| Minimum | 20 |
|---|---|
| Maximum | 712 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 99 |
| median | 139 |
| Q3 | 211 |
| 95-th percentile | 344 |
| Maximum | 712 |
| Range | 692 |
| Interquartile range (IQR) | 112 |
Descriptive statistics
| Standard deviation | 97.872896 |
|---|---|
| Coefficient of variation (CV) | 0.59501026 |
| Kurtosis | 0.49227987 |
| Mean | 164.48943 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | 0.92941677 |
| Sum | 48507274 |
| Variance | 9579.1038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 143 | 2592 | 0.9% |
| 144 | 2544 | 0.9% |
| 145 | 2495 | 0.8% |
| 147 | 2470 | 0.8% |
| 146 | 2456 | 0.8% |
| 142 | 2441 | 0.8% |
| 141 | 2430 | 0.8% |
| 148 | 2318 | 0.8% |
| 140 | 2283 | 0.8% |
| 149 | 2200 | 0.7% |
| Other values (514) | 270667 |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 21 | 11 | < 0.1% |
| 22 | 20 | < 0.1% |
| 23 | 59 | |
| 24 | 58 | |
| 25 | 65 | |
| 26 | 76 | |
| 27 | 75 | |
| 28 | 115 | |
| 29 | 110 |
| Value | Count | Frequency (%) |
| 712 | 1 | < 0.1% |
| 711 | 1 | < 0.1% |
| 706 | 1 | < 0.1% |
| 704 | 1 | < 0.1% |
| 700 | 1 | < 0.1% |
| 698 | 1 | < 0.1% |
| 696 | 2 | |
| 693 | 1 | < 0.1% |
| 690 | 1 | < 0.1% |
| 688 | 3 |
distance
Real number (ℝ)
| Distinct | 204 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1160.3165 |
| Minimum | 93 |
|---|---|
| Maximum | 4983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 93 |
|---|---|
| 5-th percentile | 199 |
| Q1 | 636 |
| median | 1005 |
| Q3 | 1598 |
| 95-th percentile | 2565 |
| Maximum | 4983 |
| Range | 4890 |
| Interquartile range (IQR) | 962 |
Descriptive statistics
| Standard deviation | 762.67591 |
|---|---|
| Coefficient of variation (CV) | 0.65729991 |
| Kurtosis | 0.66821679 |
| Mean | 1160.3165 |
| Median Absolute Deviation (MAD) | 436 |
| Skewness | 0.93187295 |
| Sum | 3.4217268 × 108 |
| Variance | 581674.54 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2475 | 12604 | 4.3% |
| 733 | 10035 | 3.4% |
| 762 | 8297 | 2.8% |
| 2586 | 7741 | 2.6% |
| 937 | 7081 | 2.4% |
| 184 | 6232 | 2.1% |
| 2454 | 6194 | 2.1% |
| 2565 | 6186 | 2.1% |
| 1065 | 5957 | 2.0% |
| 1096 | 5902 | 2.0% |
| Other values (194) | 218667 |
| Value | Count | Frequency (%) |
| 93 | 208 | 0.1% |
| 94 | 223 | 0.1% |
| 96 | 397 | 0.1% |
| 116 | 271 | 0.1% |
| 143 | 67 | < 0.1% |
| 160 | 498 | 0.2% |
| 169 | 487 | 0.2% |
| 173 | 156 | 0.1% |
| 184 | 6232 | |
| 187 | 4362 |
| Value | Count | Frequency (%) |
| 4983 | 418 | 0.1% |
| 4962 | 360 | 0.1% |
| 3370 | 13 | < 0.1% |
| 2586 | 7741 | |
| 2576 | 298 | 0.1% |
| 2569 | 302 | 0.1% |
| 2565 | 6186 | |
| 2555 | 69 | < 0.1% |
| 2548 | 575 | 0.2% |
| 2521 | 310 | 0.1% |
faa
Text
MISSING 
| Distinct | 105 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5982 |
| Missing (%) | 2.0% |
| Memory size | 2.2 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 866742 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MIA |
|---|---|
| 2nd row | IAH |
| 3rd row | MCO |
| 4th row | ORD |
| 5th row | FLL |
| Value | Count | Frequency (%) |
| lax | 17833 | 6.2% |
| atl | 16468 | 5.7% |
| ord | 16249 | 5.6% |
| mco | 16040 | 5.6% |
| bos | 15322 | 5.3% |
| fll | 14988 | 5.2% |
| sfo | 13927 | 4.8% |
| mia | 12246 | 4.2% |
| clt | 10282 | 3.6% |
| den | 8423 | 2.9% |
| Other values (95) | 147136 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 97340 | |
| L | 97025 | 11.2% |
| S | 78590 | 9.1% |
| O | 68777 | 7.9% |
| D | 56664 | 6.5% |
| M | 51371 | 5.9% |
| C | 49531 | 5.7% |
| T | 47424 | 5.5% |
| F | 42084 | 4.9% |
| B | 34594 | 4.0% |
| Other values (16) | 243342 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 866742 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 97340 | |
| L | 97025 | 11.2% |
| S | 78590 | 9.1% |
| O | 68777 | 7.9% |
| D | 56664 | 6.5% |
| M | 51371 | 5.9% |
| C | 49531 | 5.7% |
| T | 47424 | 5.5% |
| F | 42084 | 4.9% |
| B | 34594 | 4.0% |
| Other values (16) | 243342 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 866742 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 97340 | |
| L | 97025 | 11.2% |
| S | 78590 | 9.1% |
| O | 68777 | 7.9% |
| D | 56664 | 6.5% |
| M | 51371 | 5.9% |
| C | 49531 | 5.7% |
| T | 47424 | 5.5% |
| F | 42084 | 4.9% |
| B | 34594 | 4.0% |
| Other values (16) | 243342 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 866742 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 97340 | |
| L | 97025 | 11.2% |
| S | 78590 | 9.1% |
| O | 68777 | 7.9% |
| D | 56664 | 6.5% |
| M | 51371 | 5.9% |
| C | 49531 | 5.7% |
| T | 47424 | 5.5% |
| F | 42084 | 4.9% |
| B | 34594 | 4.0% |
| Other values (16) | 243342 |
name
Text
MISSING 
| Distinct | 105 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5982 |
| Missing (%) | 2.0% |
| Memory size | 2.2 MiB |
Length
| Max length | 60 |
|---|---|
| Median length | 47 |
| Mean length | 37.071083 |
| Min length | 12 |
Characters and Unicode
| Total characters | 10710355 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Miami International Airport |
|---|---|
| 2nd row | George Bush Intercontinental Houston Airport |
| 3rd row | Orlando International Airport |
| 4th row | Chicago O'Hare International Airport |
| 5th row | Fort Lauderdale Hollywood International Airport |
| Value | Count | Frequency (%) |
| airport | 284023 | |
| international | 254588 | |
| fort | 22490 | 1.9% |
| chicago | 20139 | 1.7% |
| san | 19008 | 1.6% |
| angeles | 17833 | 1.5% |
| los | 17833 | 1.5% |
| general | 17196 | 1.4% |
| jackson | 16561 | 1.4% |
| atlanta | 16468 | 1.4% |
| Other values (190) | 506345 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1132185 | |
| n | 1109351 | |
| t | 1054724 | |
| a | 1045908 | |
| o | 914752 | |
| 903570 | 8.4% | |
| i | 746649 | 7.0% |
| e | 630750 | 5.9% |
| l | 560437 | 5.2% |
| A | 330534 | 3.1% |
| Other values (41) | 2281495 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10710355 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1132185 | |
| n | 1109351 | |
| t | 1054724 | |
| a | 1045908 | |
| o | 914752 | |
| 903570 | 8.4% | |
| i | 746649 | 7.0% |
| e | 630750 | 5.9% |
| l | 560437 | 5.2% |
| A | 330534 | 3.1% |
| Other values (41) | 2281495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10710355 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1132185 | |
| n | 1109351 | |
| t | 1054724 | |
| a | 1045908 | |
| o | 914752 | |
| 903570 | 8.4% | |
| i | 746649 | 7.0% |
| e | 630750 | 5.9% |
| l | 560437 | 5.2% |
| A | 330534 | 3.1% |
| Other values (41) | 2281495 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10710355 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1132185 | |
| n | 1109351 | |
| t | 1054724 | |
| a | 1045908 | |
| o | 914752 | |
| 903570 | 8.4% | |
| i | 746649 | 7.0% |
| e | 630750 | 5.9% |
| l | 560437 | 5.2% |
| A | 330534 | 3.1% |
| Other values (41) | 2281495 |
lat
Real number (ℝ)
MISSING 
| Distinct | 105 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5982 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.379215 |
| Minimum | 21.318701 |
|---|---|
| Maximum | 61.1744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 21.318701 |
|---|---|
| 5-th percentile | 26.072599 |
| Q1 | 29.993401 |
| median | 35.214001 |
| Q3 | 41.411701 |
| 95-th percentile | 43.646198 |
| Maximum | 61.1744 |
| Range | 39.8557 |
| Interquartile range (IQR) | 11.418301 |
Descriptive statistics
| Standard deviation | 5.9931986 |
|---|---|
| Coefficient of variation (CV) | 0.16939885 |
| Kurtosis | -1.0651871 |
| Mean | 35.379215 |
| Median Absolute Deviation (MAD) | 5.2775001 |
| Skewness | -0.076027224 |
| Sum | 10221551 |
| Variance | 35.918429 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.94250107 | 17833 | 6.0% |
| 33.63669968 | 16468 | 5.6% |
| 41.97859955 | 16249 | 5.5% |
| 28.42939949 | 16040 | 5.4% |
| 42.36429977 | 15322 | 5.2% |
| 26.07259941 | 14988 | 5.1% |
| 37.61899948 | 13927 | 4.7% |
| 25.79319954 | 12246 | 4.2% |
| 35.2140007 | 10282 | 3.5% |
| 39.86169815 | 8423 | 2.9% |
| Other values (95) | 147136 |
| Value | Count | Frequency (%) |
| 21.31870079 | 778 | 0.3% |
| 25.79319954 | 12246 | |
| 26.07259941 | 14988 | |
| 26.53619957 | 3490 | 1.2% |
| 26.68320084 | 7679 | |
| 27.39539909 | 612 | 0.2% |
| 27.97550011 | 7024 | |
| 28.42939949 | 16040 | |
| 29.179899 | 354 | 0.1% |
| 29.53370094 | 618 | 0.2% |
| Value | Count | Frequency (%) |
| 61.17440033 | 13 | < 0.1% |
| 47.44900131 | 4495 | |
| 45.77750015 | 73 | < 0.1% |
| 45.58869934 | 1850 | 0.6% |
| 44.88199997 | 4982 | |
| 44.80739975 | 474 | 0.2% |
| 44.74140167 | 87 | < 0.1% |
| 44.47190094 | 2048 | |
| 43.64619827 | 2301 | |
| 43.6072998 | 93 | < 0.1% |
lon
Real number (ℝ)
MISSING 
| Distinct | 105 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5982 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -91.264464 |
| Minimum | -157.922 |
|---|---|
| Maximum | -68.828102 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 288914 |
| Negative (%) | 98.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -157.922 |
|---|---|
| 5-th percentile | -122.375 |
| Q1 | -97.669899 |
| median | -84.428101 |
| Q3 | -80.290604 |
| 95-th percentile | -71.005203 |
| Maximum | -68.828102 |
| Range | 89.093895 |
| Interquartile range (IQR) | 17.379295 |
Descriptive statistics
| Standard deviation | 16.140859 |
|---|---|
| Coefficient of variation (CV) | -0.17685809 |
| Kurtosis | -0.046954054 |
| Mean | -91.264464 |
| Median Absolute Deviation (MAD) | 5.6406021 |
| Skewness | -0.98162803 |
| Sum | -26367581 |
| Variance | 260.52733 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -118.4079971 | 17833 | 6.0% |
| -84.42810059 | 16468 | 5.6% |
| -87.90480042 | 16249 | 5.5% |
| -81.30899811 | 16040 | 5.4% |
| -71.00520325 | 15322 | 5.2% |
| -80.15270233 | 14988 | 5.1% |
| -122.375 | 13927 | 4.7% |
| -80.29060364 | 12246 | 4.2% |
| -80.94309998 | 10282 | 3.5% |
| -104.6729965 | 8423 | 2.9% |
| Other values (95) | 147136 |
| Value | Count | Frequency (%) |
| -157.9219971 | 778 | 0.3% |
| -149.9960022 | 13 | < 0.1% |
| -122.5979996 | 1850 | 0.6% |
| -122.375 | 13927 | |
| -122.3089981 | 4495 | 1.5% |
| -122.2210007 | 367 | 0.1% |
| -121.9290009 | 877 | 0.3% |
| -121.5910034 | 515 | 0.2% |
| -119.7679977 | 293 | 0.1% |
| -118.4079971 | 17833 |
| Value | Count | Frequency (%) |
| -68.82810211 | 474 | 0.2% |
| -70.06020355 | 416 | 0.1% |
| -70.28040314 | 93 | < 0.1% |
| -70.30930328 | 2301 | 0.8% |
| -70.61430359 | 156 | 0.1% |
| -71.00520325 | 15322 | |
| -71.42040253 | 498 | 0.2% |
| -71.43569946 | 349 | 0.1% |
| -72.68319702 | 271 | 0.1% |
| -73.15329742 | 2048 | 0.7% |
alt
Real number (ℝ)
MISSING 
| Distinct | 98 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5982 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 600.89314 |
| Minimum | 4 |
|---|---|
| Maximum | 6606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 20 |
| median | 125 |
| Q3 | 748 |
| 95-th percentile | 2181 |
| Maximum | 6606 |
| Range | 6602 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 1062.124 |
|---|---|
| Coefficient of variation (CV) | 1.7675755 |
| Kurtosis | 12.657088 |
| Mean | 600.89314 |
| Median Absolute Deviation (MAD) | 117 |
| Skewness | 3.4787435 |
| Sum | 1.7360644 × 108 |
| Variance | 1128107.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 125 | 17833 | 6.0% |
| 1026 | 17242 | 5.8% |
| 672 | 16249 | 5.5% |
| 96 | 16040 | 5.4% |
| 9 | 15355 | 5.2% |
| 20 | 15322 | 5.2% |
| 13 | 14705 | 5.0% |
| 8 | 12246 | 4.2% |
| 748 | 10282 | 3.5% |
| 5431 | 8423 | 2.9% |
| Other values (88) | 145217 |
| Value | Count | Frequency (%) |
| 4 | 2765 | 0.9% |
| 8 | 12246 | |
| 9 | 15355 | |
| 13 | 14705 | |
| 15 | 3667 | 1.2% |
| 17 | 3586 | 1.2% |
| 19 | 7679 | |
| 20 | 15322 | |
| 25 | 1304 | 0.4% |
| 26 | 8215 |
| Value | Count | Frequency (%) |
| 6606 | 24 | < 0.1% |
| 6548 | 203 | 0.1% |
| 6451 | 93 | < 0.1% |
| 5759 | 40 | < 0.1% |
| 5431 | 8423 | |
| 5355 | 308 | 0.1% |
| 4473 | 73 | < 0.1% |
| 4415 | 293 | 0.1% |
| 4227 | 2635 | 0.9% |
| 2643 | 121 | < 0.1% |
year_planes
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 59 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 43853 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2002.6253 |
| Minimum | 0 |
|---|---|
| Maximum | 2017 |
| Zeros | 37 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1991 |
| Q1 | 1999 |
| median | 2002 |
| Q3 | 2008 |
| 95-th percentile | 2015 |
| Maximum | 2017 |
| Range | 2017 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 25.616935 |
|---|---|
| Coefficient of variation (CV) | 0.012791676 |
| Kurtosis | 5502.0562 |
| Mean | 2002.6253 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -70.449767 |
| Sum | 5.0274507 × 108 |
| Variance | 656.22737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2001 | 23290 | 7.9% |
| 2002 | 19993 | 6.8% |
| 1999 | 17148 | 5.8% |
| 2000 | 16687 | 5.7% |
| 2004 | 14298 | 4.8% |
| 1998 | 13277 | 4.5% |
| 2006 | 12876 | 4.4% |
| 2005 | 11503 | 3.9% |
| 2003 | 11376 | 3.9% |
| 2015 | 9831 | 3.3% |
| Other values (49) | 100764 | |
| (Missing) | 43853 |
| Value | Count | Frequency (%) |
| 0 | 37 | < 0.1% |
| 1954 | 28 | < 0.1% |
| 1956 | 38 | < 0.1% |
| 1958 | 39 | < 0.1% |
| 1959 | 470 | |
| 1960 | 9 | < 0.1% |
| 1961 | 758 | |
| 1963 | 21 | < 0.1% |
| 1964 | 87 | < 0.1% |
| 1966 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 2017 | 3799 | 1.3% |
| 2016 | 6869 | |
| 2015 | 9831 | |
| 2014 | 7971 | |
| 2013 | 8187 | |
| 2012 | 5388 | |
| 2011 | 5394 | |
| 2010 | 3344 | 1.1% |
| 2009 | 4832 | |
| 2008 | 7735 |
type
Categorical
IMBALANCE  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36313 |
| Missing (%) | 12.3% |
| Memory size | 2.2 MiB |
| Fixed wing multi engine | |
|---|---|
| Fixed wing single engine | 9553 |
| Rotorcraft | 1244 |
| Weight-shift-control | 60 |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 22.973707 |
| Min length | 10 |
Characters and Unicode
| Total characters | 5940610 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fixed wing multi engine |
|---|---|
| 2nd row | Fixed wing multi engine |
| 3rd row | Fixed wing multi engine |
| 4th row | Fixed wing multi engine |
| 5th row | Fixed wing multi engine |
Common Values
| Value | Count | Frequency (%) |
| Fixed wing multi engine | 247726 | |
| Fixed wing single engine | 9553 | 3.2% |
| Rotorcraft | 1244 | 0.4% |
| Weight-shift-control | 60 | < 0.1% |
| (Missing) | 36313 | 12.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fixed | 257279 | |
| wing | 257279 | |
| engine | 257279 | |
| multi | 247726 | |
| single | 9553 | 0.9% |
| rotorcraft | 1244 | 0.1% |
| weight-shift-control | 60 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1029236 | |
| n | 781450 | |
| e | 781450 | |
| 771837 | ||
| g | 524171 | |
| l | 257339 | 4.3% |
| F | 257279 | 4.3% |
| w | 257279 | 4.3% |
| d | 257279 | 4.3% |
| x | 257279 | 4.3% |
| Other values (13) | 766011 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5940610 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1029236 | |
| n | 781450 | |
| e | 781450 | |
| 771837 | ||
| g | 524171 | |
| l | 257339 | 4.3% |
| F | 257279 | 4.3% |
| w | 257279 | 4.3% |
| d | 257279 | 4.3% |
| x | 257279 | 4.3% |
| Other values (13) | 766011 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5940610 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1029236 | |
| n | 781450 | |
| e | 781450 | |
| 771837 | ||
| g | 524171 | |
| l | 257339 | 4.3% |
| F | 257279 | 4.3% |
| w | 257279 | 4.3% |
| d | 257279 | 4.3% |
| x | 257279 | 4.3% |
| Other values (13) | 766011 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5940610 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1029236 | |
| n | 781450 | |
| e | 781450 | |
| 771837 | ||
| g | 524171 | |
| l | 257339 | 4.3% |
| F | 257279 | 4.3% |
| w | 257279 | 4.3% |
| d | 257279 | 4.3% |
| x | 257279 | 4.3% |
| Other values (13) | 766011 |
manufacturer
Text
MISSING 
| Distinct | 73 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36313 |
| Missing (%) | 12.3% |
| Memory size | 2.2 MiB |
Length
| Max length | 29 |
|---|---|
| Median length | 6 |
| Mean length | 8.7135195 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2253168 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BOEING |
|---|---|
| 2nd row | BOEING |
| 3rd row | AIRBUS |
| 4th row | BOEING |
| 5th row | AIRBUS |
| Value | Count | Frequency (%) |
| boeing | 100799 | |
| airbus | 79034 | |
| embraer | 42133 | |
| industrie | 30552 | 9.0% |
| inc | 15571 | 4.6% |
| bombardier | 13864 | 4.1% |
| douglas | 7762 | 2.3% |
| mcdonnell | 7712 | 2.3% |
| aircraft | 6345 | 1.9% |
| co | 4743 | 1.4% |
| Other values (112) | 29191 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 286254 | |
| E | 254669 | |
| B | 254134 | |
| R | 251069 | |
| N | 172152 | |
| A | 169721 | |
| O | 145751 | |
| S | 132461 | 5.9% |
| U | 121683 | 5.4% |
| G | 112141 | 5.0% |
| Other values (19) | 353133 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2253168 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 286254 | |
| E | 254669 | |
| B | 254134 | |
| R | 251069 | |
| N | 172152 | |
| A | 169721 | |
| O | 145751 | |
| S | 132461 | 5.9% |
| U | 121683 | 5.4% |
| G | 112141 | 5.0% |
| Other values (19) | 353133 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2253168 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 286254 | |
| E | 254669 | |
| B | 254134 | |
| R | 251069 | |
| N | 172152 | |
| A | 169721 | |
| O | 145751 | |
| S | 132461 | 5.9% |
| U | 121683 | 5.4% |
| G | 112141 | 5.0% |
| Other values (19) | 353133 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2253168 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 286254 | |
| E | 254669 | |
| B | 254134 | |
| R | 251069 | |
| N | 172152 | |
| A | 169721 | |
| O | 145751 | |
| S | 132461 | 5.9% |
| U | 121683 | 5.4% |
| G | 112141 | 5.0% |
| Other values (19) | 353133 |
model
Text
MISSING 
| Distinct | 222 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 36313 |
| Missing (%) | 12.3% |
| Memory size | 2.2 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 8.339682 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2156500 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 737-724 |
|---|---|
| 2nd row | 737-824 |
| 3rd row | A320-232 |
| 4th row | 737-924ER |
| 5th row | A321-231 |
| Value | Count | Frequency (%) |
| a320-232 | 39397 | 13.1% |
| erj | 18888 | 6.3% |
| emb-145lr | 17678 | 5.9% |
| 190-100 | 17629 | 5.9% |
| igw | 17629 | 5.9% |
| 737-824 | 14301 | 4.8% |
| cl-600-2c10 | 13324 | 4.4% |
| 717-200 | 11842 | 3.9% |
| 737-7h4 | 10744 | 3.6% |
| 737-924er | 10639 | 3.5% |
| Other values (251) | 128678 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 305994 | |
| - | 265855 | |
| 3 | 228280 | |
| 7 | 227091 | |
| 0 | 199028 | |
| 1 | 166580 | 7.7% |
| 4 | 92089 | 4.3% |
| A | 85721 | 4.0% |
| R | 67229 | 3.1% |
| E | 62960 | 2.9% |
| Other values (32) | 455673 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2156500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 305994 | |
| - | 265855 | |
| 3 | 228280 | |
| 7 | 227091 | |
| 0 | 199028 | |
| 1 | 166580 | 7.7% |
| 4 | 92089 | 4.3% |
| A | 85721 | 4.0% |
| R | 67229 | 3.1% |
| E | 62960 | 2.9% |
| Other values (32) | 455673 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2156500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 305994 | |
| - | 265855 | |
| 3 | 228280 | |
| 7 | 227091 | |
| 0 | 199028 | |
| 1 | 166580 | 7.7% |
| 4 | 92089 | 4.3% |
| A | 85721 | 4.0% |
| R | 67229 | 3.1% |
| E | 62960 | 2.9% |
| Other values (32) | 455673 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2156500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 305994 | |
| - | 265855 | |
| 3 | 228280 | |
| 7 | 227091 | |
| 0 | 199028 | |
| 1 | 166580 | 7.7% |
| 4 | 92089 | 4.3% |
| A | 85721 | 4.0% |
| R | 67229 | 3.1% |
| E | 62960 | 2.9% |
| Other values (32) | 455673 |
engines
Categorical
IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36313 |
| Missing (%) | 12.3% |
| Memory size | 2.2 MiB |
| 2.0 | |
|---|---|
| 1.0 | 10210 |
| 3.0 | 537 |
| 8.0 | 375 |
| 4.0 | 280 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 775749 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 247181 | |
| 1.0 | 10210 | 3.5% |
| 3.0 | 537 | 0.2% |
| 8.0 | 375 | 0.1% |
| 4.0 | 280 | 0.1% |
| (Missing) | 36313 | 12.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 247181 | |
| 1.0 | 10210 | 3.9% |
| 3.0 | 537 | 0.2% |
| 8.0 | 375 | 0.1% |
| 4.0 | 280 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 258583 | |
| 0 | 258583 | |
| 2 | 247181 | |
| 1 | 10210 | 1.3% |
| 3 | 537 | 0.1% |
| 8 | 375 | < 0.1% |
| 4 | 280 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 775749 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 258583 | |
| 0 | 258583 | |
| 2 | 247181 | |
| 1 | 10210 | 1.3% |
| 3 | 537 | 0.1% |
| 8 | 375 | < 0.1% |
| 4 | 280 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 775749 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 258583 | |
| 0 | 258583 | |
| 2 | 247181 | |
| 1 | 10210 | 1.3% |
| 3 | 537 | 0.1% |
| 8 | 375 | < 0.1% |
| 4 | 280 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 775749 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 258583 | |
| 0 | 258583 | |
| 2 | 247181 | |
| 1 | 10210 | 1.3% |
| 3 | 537 | 0.1% |
| 8 | 375 | < 0.1% |
| 4 | 280 | < 0.1% |
seats
Real number (ℝ)
MISSING 
| Distinct | 60 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36930 |
| Missing (%) | 12.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.5976 |
| Minimum | 1 |
|---|---|
| Maximum | 552 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 80 |
| median | 149 |
| Q3 | 191 |
| 95-th percentile | 330 |
| Maximum | 552 |
| Range | 551 |
| Interquartile range (IQR) | 111 |
Descriptive statistics
| Standard deviation | 87.148223 |
|---|---|
| Coefficient of variation (CV) | 0.58647128 |
| Kurtosis | 1.2062449 |
| Mean | 148.5976 |
| Median Absolute Deviation (MAD) | 51 |
| Skewness | 0.63020893 |
| Sum | 38333128 |
| Variance | 7594.8128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 200 | 39397 | |
| 149 | 26412 | 9.0% |
| 55 | 23263 | 7.9% |
| 20 | 17667 | 6.0% |
| 178 | 17553 | 6.0% |
| 182 | 16904 | 5.7% |
| 80 | 13324 | 4.5% |
| 100 | 12674 | 4.3% |
| 140 | 12300 | 4.2% |
| 191 | 10747 | 3.6% |
| Other values (50) | 67725 | |
| (Missing) | 36930 |
| Value | Count | Frequency (%) |
| 1 | 699 | 0.2% |
| 2 | 2399 | |
| 4 | 4392 | |
| 5 | 1043 | 0.4% |
| 6 | 1365 | 0.5% |
| 7 | 1213 | 0.4% |
| 8 | 685 | 0.2% |
| 9 | 80 | < 0.1% |
| 10 | 615 | 0.2% |
| 11 | 501 | 0.2% |
| Value | Count | Frequency (%) |
| 552 | 276 | 0.1% |
| 451 | 117 | < 0.1% |
| 442 | 38 | < 0.1% |
| 440 | 10 | < 0.1% |
| 422 | 57 | < 0.1% |
| 400 | 1535 | 0.5% |
| 379 | 10319 | |
| 377 | 348 | 0.1% |
| 330 | 2974 | 1.0% |
| 300 | 613 | 0.2% |
engine
Categorical
IMBALANCE  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 36313 |
| Missing (%) | 12.3% |
| Memory size | 2.2 MiB |
| Turbo-fan | |
|---|---|
| Reciprocating | 9055 |
| Turbo-jet | 8321 |
| Turbo-prop | 2005 |
| Electric | 617 |
| Other values (3) | 903 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.1433582 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2364317 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Turbo-fan |
|---|---|
| 2nd row | Turbo-fan |
| 3rd row | Turbo-fan |
| 4th row | Turbo-fan |
| 5th row | Turbo-fan |
Common Values
| Value | Count | Frequency (%) |
| Turbo-fan | 237682 | |
| Reciprocating | 9055 | 3.1% |
| Turbo-jet | 8321 | 2.8% |
| Turbo-prop | 2005 | 0.7% |
| Electric | 617 | 0.2% |
| 4 Cycle | 526 | 0.2% |
| Turbo-shaft | 317 | 0.1% |
| 2 Cycle | 60 | < 0.1% |
| (Missing) | 36313 | 12.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| turbo-fan | 237682 | |
| reciprocating | 9055 | 3.5% |
| turbo-jet | 8321 | 3.2% |
| turbo-prop | 2005 | 0.8% |
| electric | 617 | 0.2% |
| cycle | 586 | 0.2% |
| 4 | 526 | 0.2% |
| turbo-shaft | 317 | 0.1% |
| 2 | 60 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 260002 | |
| o | 259385 | |
| T | 248325 | |
| u | 248325 | |
| b | 248325 | |
| - | 248325 | |
| a | 247054 | |
| n | 246737 | |
| f | 237999 | |
| c | 19930 | 0.8% |
| Other values (16) | 99910 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2364317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 260002 | |
| o | 259385 | |
| T | 248325 | |
| u | 248325 | |
| b | 248325 | |
| - | 248325 | |
| a | 247054 | |
| n | 246737 | |
| f | 237999 | |
| c | 19930 | 0.8% |
| Other values (16) | 99910 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2364317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 260002 | |
| o | 259385 | |
| T | 248325 | |
| u | 248325 | |
| b | 248325 | |
| - | 248325 | |
| a | 247054 | |
| n | 246737 | |
| f | 237999 | |
| c | 19930 | 0.8% |
| Other values (16) | 99910 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2364317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 260002 | |
| o | 259385 | |
| T | 248325 | |
| u | 248325 | |
| b | 248325 | |
| - | 248325 | |
| a | 247054 | |
| n | 246737 | |
| f | 237999 | |
| c | 19930 | 0.8% |
| Other values (16) | 99910 | 4.2% |
dest_datetime
Date
| Distinct | 7741 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| Minimum | 2017-01-01 05:00:00 |
|---|---|
| Maximum | 2018-01-01 00:00:00 |
wind_dir
Real number (ℝ)
ZEROS 
| Distinct | 37 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 783 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186.84856 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 14366 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 80 |
| median | 210 |
| Q3 | 280 |
| 95-th percentile | 340 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 200 |
Descriptive statistics
| Standard deviation | 111.27909 |
|---|---|
| Coefficient of variation (CV) | 0.59555766 |
| Kurtosis | -1.1996557 |
| Mean | 186.84856 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | -0.25922332 |
| Sum | 54954590 |
| Variance | 12383.036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14366 | 4.9% |
| 230 | 12475 | 4.2% |
| 20 | 11534 | 3.9% |
| 310 | 11032 | 3.7% |
| 260 | 10987 | 3.7% |
| 220 | 10922 | 3.7% |
| 180 | 10553 | 3.6% |
| 320 | 10332 | 3.5% |
| 240 | 10099 | 3.4% |
| 190 | 10033 | 3.4% |
| Other values (27) | 181780 |
| Value | Count | Frequency (%) |
| 0 | 14366 | |
| 10 | 9333 | |
| 20 | 11534 | |
| 30 | 8705 | |
| 40 | 8330 | |
| 50 | 7382 | |
| 60 | 7337 | |
| 70 | 5542 | 1.9% |
| 80 | 4150 | 1.4% |
| 90 | 3864 | 1.3% |
| Value | Count | Frequency (%) |
| 360 | 8002 | |
| 350 | 6600 | |
| 340 | 7669 | |
| 330 | 9025 | |
| 320 | 10332 | |
| 310 | 11032 | |
| 300 | 9170 | |
| 290 | 7575 | |
| 280 | 7545 | |
| 270 | 8748 |
wind_speed
Real number (ℝ)
ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 783 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5749668 |
| Minimum | 0 |
|---|---|
| Maximum | 32.22184 |
| Zeros | 14345 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.45234 |
| Q1 | 5.7539 |
| median | 9.20624 |
| Q3 | 12.65858 |
| 95-th percentile | 18.41248 |
| Maximum | 32.22184 |
| Range | 32.22184 |
| Interquartile range (IQR) | 6.90468 |
Descriptive statistics
| Standard deviation | 4.9011878 |
|---|---|
| Coefficient of variation (CV) | 0.51187518 |
| Kurtosis | 0.34123233 |
| Mean | 9.5749668 |
| Median Absolute Deviation (MAD) | 3.45234 |
| Skewness | 0.44100137 |
| Sum | 2816122.2 |
| Variance | 24.021642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.90468 | 29910 | |
| 8.05546 | 28613 | |
| 9.20624 | 26832 | |
| 5.7539 | 26602 | |
| 10.35702 | 24161 | 8.2% |
| 11.5078 | 23227 | 7.9% |
| 4.60312 | 21002 | 7.1% |
| 12.65858 | 19392 | 6.6% |
| 13.80936 | 16082 | 5.5% |
| 3.45234 | 15822 | 5.4% |
| Other values (18) | 62470 |
| Value | Count | Frequency (%) |
| 0 | 14345 | |
| 3.45234 | 15822 | |
| 4.60312 | 21002 | |
| 5.7539 | 26602 | |
| 6.7090474 | 17 | < 0.1% |
| 6.90468 | 29910 | |
| 8.05546 | 28613 | |
| 9.20624 | 26832 | |
| 10.35702 | 24161 | |
| 11.5078 | 23227 |
| Value | Count | Frequency (%) |
| 32.22184 | 157 | 0.1% |
| 31.07106 | 7 | < 0.1% |
| 29.92028 | 17 | < 0.1% |
| 28.7695 | 130 | < 0.1% |
| 27.61872 | 109 | < 0.1% |
| 26.46794 | 204 | 0.1% |
| 25.31716 | 525 | 0.2% |
| 24.16638 | 637 | 0.2% |
| 23.0156 | 932 | |
| 21.86482 | 1795 |
wind_gust
Real number (ℝ)
ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 783 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.01868 |
| Minimum | 0 |
|---|---|
| Maximum | 37.080249 |
| Zeros | 14345 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.9728838 |
| Q1 | 6.621473 |
| median | 10.594357 |
| Q3 | 14.567241 |
| 95-th percentile | 21.188714 |
| Maximum | 37.080249 |
| Range | 37.080249 |
| Interquartile range (IQR) | 7.9457677 |
Descriptive statistics
| Standard deviation | 5.6401889 |
|---|---|
| Coefficient of variation (CV) | 0.51187518 |
| Kurtosis | 0.34123233 |
| Mean | 11.01868 |
| Median Absolute Deviation (MAD) | 3.9728838 |
| Skewness | 0.44100137 |
| Sum | 3240737.1 |
| Variance | 31.811731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.94576765 | 29910 | |
| 9.270062259 | 28613 | |
| 10.59435687 | 26832 | |
| 6.621473042 | 26602 | |
| 11.91865148 | 24161 | 8.2% |
| 13.24294608 | 23227 | 7.9% |
| 5.297178434 | 21002 | 7.1% |
| 14.56724069 | 19392 | 6.6% |
| 15.8915353 | 16082 | 5.5% |
| 3.972883825 | 15822 | 5.4% |
| Other values (18) | 62470 |
| Value | Count | Frequency (%) |
| 0 | 14345 | |
| 3.972883825 | 15822 | |
| 5.297178434 | 21002 | |
| 6.621473042 | 26602 | |
| 7.720637567 | 17 | < 0.1% |
| 7.94576765 | 29910 | |
| 9.270062259 | 28613 | |
| 10.59435687 | 26832 | |
| 11.91865148 | 24161 | |
| 13.24294608 | 23227 |
| Value | Count | Frequency (%) |
| 37.08024904 | 157 | 0.1% |
| 35.75595443 | 7 | < 0.1% |
| 34.43165982 | 17 | < 0.1% |
| 33.10736521 | 130 | < 0.1% |
| 31.7830706 | 109 | < 0.1% |
| 30.45877599 | 204 | 0.1% |
| 29.13448138 | 525 | 0.2% |
| 27.81018678 | 637 | 0.2% |
| 26.48589217 | 932 | |
| 25.16159756 | 1795 |
visib
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 783 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.3629116 |
| Minimum | 0.12 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9.88 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.8693639 |
|---|---|
| Coefficient of variation (CV) | 0.19965626 |
| Kurtosis | 8.8636494 |
| Mean | 9.3629116 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.1135996 |
| Sum | 2753754 |
| Variance | 3.4945213 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 253672 | |
| 9 | 6478 | 2.2% |
| 8 | 4843 | 1.6% |
| 4 | 4797 | 1.6% |
| 6 | 4739 | 1.6% |
| 7 | 4233 | 1.4% |
| 5 | 3807 | 1.3% |
| 3 | 3462 | 1.2% |
| 2 | 1876 | 0.6% |
| 2.5 | 1613 | 0.5% |
| Other values (11) | 4593 | 1.6% |
| Value | Count | Frequency (%) |
| 0.12 | 17 | < 0.1% |
| 0.13 | 82 | < 0.1% |
| 0.24 | 93 | < 0.1% |
| 0.25 | 416 | |
| 0.5 | 778 | |
| 0.75 | 553 | |
| 1 | 713 | |
| 1.25 | 234 | 0.1% |
| 1.5 | 823 | |
| 1.75 | 427 |
| Value | Count | Frequency (%) |
| 10 | 253672 | |
| 9 | 6478 | 2.2% |
| 8 | 4843 | 1.6% |
| 7 | 4233 | 1.4% |
| 6 | 4739 | 1.6% |
| 5 | 3807 | 1.3% |
| 4 | 4797 | 1.6% |
| 3.5 | 457 | 0.2% |
| 3 | 3462 | 1.2% |
| 2.5 | 1613 | 0.5% |
| month | day | dep_time | dep_delay | arr_delay | carrier | flight | tailnum | origin | dest | air_time | distance | faa | name | lat | lon | alt | year_planes | type | manufacturer | model | engines | seats | engine | dest_datetime | wind_dir | wind_speed | wind_gust | visib | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10 | 1 | 0027 | 193.0 | 182.0 | UA | 1537 | N54711 | EWR | MIA | 148.0 | 1085.0 | MIA | Miami International Airport | 25.793200 | -80.290604 | 8.0 | 1998.0 | Fixed wing multi engine | BOEING | 737-724 | 2.0 | 149.0 | Turbo-fan | 2017-10-02 00:00:00 | 40.0 | 9.20624 | 10.594357 | 10.0 |
| 1 | 10 | 1 | 0519 | -6.0 | -18.0 | UA | 1161 | N37287 | EWR | IAH | 183.0 | 1400.0 | IAH | George Bush Intercontinental Houston Airport | 29.984400 | -95.341400 | 97.0 | 2004.0 | Fixed wing multi engine | BOEING | 737-824 | 2.0 | 149.0 | Turbo-fan | 2017-10-01 05:00:00 | 360.0 | 16.11092 | 18.540125 | 10.0 |
| 2 | 10 | 1 | 0544 | -1.0 | -4.0 | B6 | 27 | N547JB | EWR | MCO | 133.0 | 937.0 | MCO | Orlando International Airport | 28.429399 | -81.308998 | 96.0 | 2002.0 | Fixed wing multi engine | AIRBUS | A320-232 | 2.0 | 200.0 | Turbo-fan | 2017-10-01 05:00:00 | 360.0 | 16.11092 | 18.540125 | 10.0 |
| 3 | 10 | 1 | 0546 | -4.0 | -17.0 | UA | 761 | N38446 | LGA | ORD | 108.0 | 733.0 | ORD | Chicago O'Hare International Airport | 41.978600 | -87.904800 | 672.0 | 2012.0 | Fixed wing multi engine | BOEING | 737-924ER | 2.0 | 191.0 | Turbo-fan | 2017-10-01 05:00:00 | 360.0 | 19.56326 | 22.513008 | 10.0 |
| 4 | 10 | 1 | 0552 | -8.0 | -4.0 | NK | 521 | N675NK | EWR | FLL | 156.0 | 1065.0 | FLL | Fort Lauderdale Hollywood International Airport | 26.072599 | -80.152702 | 9.0 | 2017.0 | Fixed wing multi engine | AIRBUS | A321-231 | 2.0 | 379.0 | Turbo-fan | 2017-10-01 05:00:00 | 360.0 | 16.11092 | 18.540125 | 10.0 |
| 5 | 10 | 1 | 0553 | -7.0 | -6.0 | B6 | 23 | N967JB | JFK | LAX | 326.0 | 2475.0 | LAX | Los Angeles International Airport | 33.942501 | -118.407997 | 125.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2017-10-01 05:00:00 | 340.0 | 21.86482 | 25.161598 | 10.0 |
| 6 | 10 | 1 | 0554 | -6.0 | 0.0 | AA | 129 | N3GMAA | LGA | MCO | 139.0 | 950.0 | MCO | Orlando International Airport | 28.429399 | -81.308998 | 96.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2017-10-01 05:00:00 | 360.0 | 19.56326 | 22.513008 | 10.0 |
| 7 | 10 | 1 | 0555 | -12.0 | -22.0 | UA | 1465 | N17229 | EWR | DFW | 187.0 | 1372.0 | DFW | Dallas Fort Worth International Airport | 32.896801 | -97.038002 | 607.0 | 1999.0 | Fixed wing multi engine | BOEING | 737-824 | 2.0 | 149.0 | Turbo-fan | 2017-10-01 05:00:00 | 360.0 | 16.11092 | 18.540125 | 10.0 |
| 8 | 10 | 1 | 0555 | -5.0 | -21.0 | AA | 1301 | N3BMAA | EWR | MIA | 143.0 | 1085.0 | MIA | Miami International Airport | 25.793200 | -80.290604 | 8.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2017-10-01 05:00:00 | 360.0 | 16.11092 | 18.540125 | 10.0 |
| 9 | 10 | 1 | 0556 | -4.0 | -13.0 | DL | 575 | N932DL | EWR | ATL | 103.0 | 746.0 | ATL | Hartsfield Jackson Atlanta International Airport | 33.636700 | -84.428101 | 1026.0 | 1989.0 | Fixed wing multi engine | MCDONNELL DOUGLAS AIRCRAFT CO | MD-88 | 2.0 | 142.0 | Turbo-fan | 2017-10-01 05:00:00 | 360.0 | 16.11092 | 18.540125 | 10.0 |
| month | day | dep_time | dep_delay | arr_delay | carrier | flight | tailnum | origin | dest | air_time | distance | faa | name | lat | lon | alt | year_planes | type | manufacturer | model | engines | seats | engine | dest_datetime | wind_dir | wind_speed | wind_gust | visib | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 294886 | 9 | 30 | 2152 | -10.0 | -40.0 | B6 | 985 | N239JB | JFK | RDU | 64.0 | 427.0 | RDU | Raleigh Durham International Airport | 35.877602 | -78.787498 | 435.0 | 2006.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 21:00:00 | 340.0 | 16.11092 | 18.540125 | 10.0 |
| 294887 | 9 | 30 | 2152 | -7.0 | -20.0 | UA | 2062 | N66808 | EWR | BOS | 36.0 | 200.0 | BOS | General Edward Lawrence Logan International Airport | 42.364300 | -71.005203 | 20.0 | 2013.0 | Fixed wing multi engine | BOEING | 737-924ER | 2.0 | 191.0 | Turbo-fan | 2017-09-30 21:00:00 | 330.0 | 16.11092 | 18.540125 | 10.0 |
| 294888 | 9 | 30 | 2155 | 0.0 | 0.0 | B6 | 127 | N729JB | EWR | MCO | 129.0 | 937.0 | MCO | Orlando International Airport | 28.429399 | -81.308998 | 96.0 | NaN | Fixed wing multi engine | AIRBUS | A320-232 | 2.0 | 200.0 | Turbo-fan | 2017-09-30 21:00:00 | 330.0 | 16.11092 | 18.540125 | 10.0 |
| 294889 | 9 | 30 | 2231 | -9.0 | -21.0 | B6 | 486 | N228JB | JFK | ROC | 49.0 | 264.0 | ROC | Greater Rochester International Airport | 43.118900 | -77.672401 | 559.0 | 2006.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 22:00:00 | 340.0 | 14.96014 | 17.215830 | 10.0 |
| 294890 | 9 | 30 | 2235 | -5.0 | -17.0 | B6 | 108 | N249JB | JFK | PWM | 53.0 | 273.0 | PWM | Portland International Jetport Airport | 43.646198 | -70.309303 | 76.0 | 2006.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 22:00:00 | 340.0 | 14.96014 | 17.215830 | 10.0 |
| 294891 | 9 | 30 | 2238 | -7.0 | -25.0 | B6 | 1816 | N318JB | JFK | SYR | 42.0 | 209.0 | SYR | Syracuse Hancock International Airport | 43.111198 | -76.106300 | 421.0 | 2010.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 22:00:00 | 340.0 | 14.96014 | 17.215830 | 10.0 |
| 294892 | 9 | 30 | 2241 | -4.0 | -19.0 | B6 | 2002 | N346JB | JFK | BUF | 54.0 | 301.0 | BUF | Buffalo Niagara International Airport | 42.940498 | -78.732201 | 728.0 | 2011.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 22:00:00 | 340.0 | 14.96014 | 17.215830 | 10.0 |
| 294893 | 9 | 30 | 2248 | 3.0 | -9.0 | F9 | 509 | N238FR | LGA | DEN | 213.0 | 1620.0 | DEN | Denver International Airport | 39.861698 | -104.672997 | 5431.0 | 2016.0 | Fixed wing multi engine | AIRBUS | A320-214 | 2.0 | 182.0 | Turbo-fan | 2017-09-30 22:00:00 | 340.0 | 13.80936 | 15.891535 | 10.0 |
| 294894 | 9 | 30 | 2319 | 2.0 | -10.0 | B6 | 718 | N296JB | JFK | BOS | 37.0 | 187.0 | BOS | General Edward Lawrence Logan International Airport | 42.364300 | -71.005203 | 20.0 | 2008.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 23:00:00 | 330.0 | 16.11092 | 18.540125 | 10.0 |
| 294895 | 9 | 30 | 2325 | 49.0 | 35.0 | B6 | 234 | N184JB | JFK | BTV | 48.0 | 266.0 | BTV | Burlington International Airport | 44.471901 | -73.153297 | 335.0 | 2005.0 | Fixed wing multi engine | EMBRAER | ERJ 190-100 IGW | 2.0 | 20.0 | Turbo-fan | 2017-09-30 23:00:00 | 330.0 | 16.11092 | 18.540125 | 10.0 |